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Using Deep Reinforcement Learning in Optimal Energy Management for Residential House Aggregators with Uncertain User Behaviors Conference paper
Lin, Yujun, Yan, Linfang, Hui, Hongxun, Chen, Yin, Chen, Xia, Wen, Jinyu. Using Deep Reinforcement Learning in Optimal Energy Management for Residential House Aggregators with Uncertain User Behaviors[C]:Institute of Electrical and Electronics Engineers, 2024, 204483.
Authors:  Lin, Yujun;  Yan, Linfang;  Hui, Hongxun;  Chen, Yin;  Chen, Xia; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/12/26
Deep Reinforcement Learning  Dynamic User Behaviors  Electric Vehicles (Evs)  Home Energy Management  Soft Actor-critic  
Intelligent Home Energy Management Strategy With Internal Pricing Mechanism Based on Multiagent Artificial Intelligence-of-Things Journal article
Xu, Tianyun, Chen, Tao, Gao, Ciwei, Hui, Hongxun. Intelligent Home Energy Management Strategy With Internal Pricing Mechanism Based on Multiagent Artificial Intelligence-of-Things[J]. IEEE Systems Journal, 2023, 17(4), 6045-6056.
Authors:  Xu, Tianyun;  Chen, Tao;  Gao, Ciwei;  Hui, Hongxun
Favorite | TC[WOS]:7 TC[Scopus]:9  IF:4.0/3.9 | Submit date：2024/01/02
Artificial Intelligence-of-things (Aiot)  Deep Reinforcement Learning (Drl)  Electricity Pricing Mechanism  Home Energy Management  
Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management Journal article
Huang, Chao, Zhang, Hongcai, Wang, Long, Luo, Xiong, Song, Yonghua. Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management[J]. Journal of Modern Power Systems and Clean Energy, 2022, 10(3), 743-754.
Authors:  Huang, Chao;  Zhang, Hongcai;  Wang, Long;  Luo, Xiong;  Song, Yonghua
Adobe PDF | Favorite | TC[WOS]:36 TC[Scopus]:47  IF:5.7/5.4 | Submit date：2022/06/19
Demand Response  Deep Reinforcement Learning  Discrete-continuous Action Space  Home Energy Management  Safe Reinforcement Learning